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AI for Causal Policy Evaluation

3 related papers are currently indexed.

AI for Causal Policy Evaluation3 records

Title · Authors · Year · Venue · Source-verified abstract

PAPER RECORDABSTRACT VERIFIED

Double/debiased machine learning for treatment and structural parameters

Victor Chernozhukov · Denis Chetverikov · Mert Demirer · Esther Duflo · Christian Hansen · Whitney Newey · James Robins

2018The Econometrics Journal

RECORD NOTE

A 2018 paper published in The Econometrics Journal. Open the full record for the source-verified abstract, bibliographic metadata, and original source.

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PAPER RECORDABSTRACT VERIFIED

Estimation and Inference of Heterogeneous Treatment Effects using Random Forests

Stefan Wager · Susan Athey

2018Journal of the American Statistical Association

RECORD NOTE

A 2018 paper published in Journal of the American Statistical Association. Open the full record for the source-verified abstract, bibliographic metadata, and original source.

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PAPER RECORDABSTRACT VERIFIED

Machine Learning: An Applied Econometric Approach

Sendhil Mullainathan · Jann Spiess

2017Journal of Economic Perspectives

RECORD NOTE

A 2017 paper published in Journal of Economic Perspectives. Open the full record for the source-verified abstract, bibliographic metadata, and original source.

Full record Original paper